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Ruan Chaves ruanchaves

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ruanchaves/README.md

👋 Hi, I'm Ruan

Data Scientist

🌐 Personal Website

🚀 Projects

ruanchaves/hashformers: State-of-the-art framework for hashtag segmentation.
ruanchaves/napolab: The Natural Portuguese Language Benchmark.

🌟 Contributions

Click on the links to view my pull requests.

argilla-io/argilla:
- Fixed bugs and shipped features related to semi-supervised learning (SSL) during my internship at Argilla.
huggingface/transformers:
- Modified the Trainer class for simultaneous Ray Tune and Weights & Biases execution.
nathanshartmann/portuguese_word_embeddings:
- Fixed a severe bug in the evaluation procedure.
- Documented the bug fix in the research paper "Portuguese language models...".
facebookresearch/BLINK:
- Fixed a parameter bug in the script for the BLINK benchmark.
awslabs/mlm-scoring:
- Addressed an installation instruction issue for the mlm-scoring library.

📖 Papers With Code

neuralmind-ai/coliee:
- Code for "To Tune or Not To Tune? Zero-shot Models for Legal Case Entailment"
- Code for "Yes, BM25 is a Strong Baseline for Legal Case Retrieval"
ruanchaves/elmo:
- Code for "Portuguese language models and word embeddings: evaluating on semantic similarity tasks".
ruanchaves/assin:
- Code for "Multilingual Transformer Ensembles for Portuguese Natural Language Tasks".
ruanchaves/BERT-WS:
- Code for "Domain adaptation of transformers for english word segmentation".

📧 Email: ruanchaves93@gmail.com

Pinned

napolab napolab Public

A Natural Portuguese Language Benchmark (Napolab) for the evaluation of language models.

Python 50 1
hashformers hashformers Public

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

Python 63 4
assin assin Public

Forked from erickrf/assin

Supporting code for the paper "Multilingual Transformer Ensembles for Portuguese Natural Language Tasks".

Jupyter Notebook 5 3
elmo elmo Public

Supporting code for the paper "Portuguese Language Models and Word Embeddings: Evaluating on Semantic Similarity Tasks".

Jupyter Notebook 11 2
BERT-WS BERT-WS Public

Forked from jiangpinglei/BERT_ChineseWordSegment

Supporting code for the paper "Domain Adaptation of Transformers for English Word Segmentation".

Python
song2vec song2vec Public

Telegram bot that recommends songs as YouTube playlists through gensim's word2vec

Python 5